Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution

Guangyao Shen, Jia Jia, Liqiang Nie, +5

EngineeringSocial Medium MonitoringDepression DetectionMental HealthCommunication +24

Detecting Stress Based on Social Interactions in Social Networks

Huijie Lin, Jia Jia, Jiezhong Qiu, +6

IEEE Transactions on Knowledge and Data Engineering

EngineeringSocial Medium MonitoringCommunicationText MiningComputational Social Science +15

Cross-Domain Depression Detection via Harvesting Social Media

Tiancheng Shen, Jia Jia, Guangyao Shen, +7

EngineeringMachine LearningDepression DetectionMental HealthText Mining +18

Relation Attention for Temporal Action Localization

Peihao Chen, Chuang Gan, Guangyao Shen, +3

IEEE Transactions on Multimedia

EngineeringMachine LearningVideo SummarizationAttentionVideo Retrieval +18

What does social media say about your stress

Huijie Lin, Jia Jia, Liqiang Nie, +2

International Joint Conference on Artificial Intelligence

EngineeringSocial Medium MonitoringCommunicationMultimodal Sentiment AnalysisText Mining +18

Learning robust uniform features for cross-media social data by using cross autoencoders

Quan Guo, Jia Jia, Guangyao Shen, +3

Knowledge-Based Systems

Social MediaMachine LearningData ScienceCross AutoencodersEngineering +7

MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos

Guangyao Shen, Xin Wang, Xuguang Duan, +2

EngineeringMachine LearningMultimodal Sentiment AnalysisSocial SciencesNatural Language Processing +14

Learning to Appreciate the Aesthetic Effects of Clothing

Jia Jia, Jie Huang, Guangyao Shen, +4

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringImage RetrievalStyle TransferImage SearchImage Analysis +15

Facial Image-to-Video Translation by a Hidden Affine Transformation

Guangyao Shen, Wenbing Huang, Chuang Gan, +4

Affine TransformationImage AnalysisMachine VisionMachine LearningHidden Affine Transformation +13

DeepLogic: Joint Learning of Neural Perception and Logical Reasoning

Xuguang Duan, Xin Wang, Peilin Zhao, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Artificial IntelligenceStructured PredictionEngineeringMachine LearningDeeplogic Framework +15